{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"Derin \u00d6\u011frenmede Aktivasyon Fonksiyonlar\u0131 Neden Bu Kadar \u00d6nemli?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"7a3WppH9iO\"><a href=\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenmede-aktivasyon-fonksiyonlari-neden-bu-kadar-onemli\/\">Derin \u00d6\u011frenmede Aktivasyon Fonksiyonlar\u0131 Neden Bu Kadar \u00d6nemli?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/derin-ogrenmede-aktivasyon-fonksiyonlari-neden-bu-kadar-onemli\/embed\/#?secret=7a3WppH9iO\" width=\"600\" height=\"338\" title=\"&#8220;Derin \u00d6\u011frenmede Aktivasyon Fonksiyonlar\u0131 Neden Bu Kadar \u00d6nemli?&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"7a3WppH9iO\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n<\/script>\n","description":"Derin \u00f6\u011frenme modelleri, son y\u0131llarda yapay zeka alan\u0131nda \u00e7\u0131\u011f\u0131r a\u00e7an ba\u015far\u0131lara imza att\u0131. Ancak bu modellerin karma\u015f\u0131k yap\u0131lar\u0131n\u0131 anlamak ve optimize etmek, do\u011fru bile\u015fenleri se\u00e7mekle ba\u015flar. Aktivasyon fonksiyonlar\u0131, bir sinir a\u011f\u0131n\u0131n \u00f6\u011frenme yetene\u011fini ve performans\u0131n\u0131 do\u011frudan etkileyen kritik unsurlardan biridir. Peki, pop\u00fcler se\u00e7enekler olan ReLU ve ELU aras\u0131nda nas\u0131l bir tercih yapmal\u0131y\u0131z? Bu makale, her iki fonksiyonu derinlemesine inceleyerek, hangi senaryolarda hangisinin daha uygun oldu\u011funu anlaman\u0131za yard\u0131mc\u0131 olacak."}